This document describes a study that developed a land suitability model for maize and sorghum crops in northeast Libya using geographic information systems (GIS). The study aimed to create a methodology for predicting land suitability classifications under irrigation. The methodology involved defining land qualities and characteristics, collecting soil and climate data, and overlaying layers on soil, climate, erosion risk, and topography in GIS to produce suitability maps. The findings provided a validated framework for assessing land suitability in the region. The conclusion stated that GIS allows more efficient land evaluation compared to conventional methods.